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Applied Spectroscopy Reviews Volume 52, 2017 - Issue 8
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Reviews

Applications of near-infrared spectroscopy (NIRS) in biomass energy conversion processes: A review

Jan SkvarilFuture Energy Centre, Department of Energy, Building and Environment, School of Business Society and Engineering, Mälardalen University, Västerås, SwedenCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0002-5341-3656
ORCID Icon,
Konstantinos G. KyprianidisFuture Energy Centre, Department of Energy, Building and Environment, School of Business Society and Engineering, Mälardalen University, Västerås, SwedenORCID Iconhttp://orcid.org/0000-0002-8466-356X
ORCID Icon &
Erik DahlquistFuture Energy Centre, Department of Energy, Building and Environment, School of Business Society and Engineering, Mälardalen University, Västerås, SwedenORCID Iconhttp://orcid.org/0000-0002-7233-6916
ORCID Icon
Pages 675-728 | Published online: 01 Mar 2017

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Bao Wang, Jianfei Sun, Lianming Xia, Junjie Liu, Zhenhe Wang, Pei Li, Yemin Guo & Xia Sun. (2023) The Applications of Hyperspectral Imaging Technology for Agricultural Products Quality Analysis: A Review. Food Reviews International 39:2, pages 1043-1062.
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Julien Vinet, S. Tréguier, C. Levasseur-Garcia, A. Calmon & F. Violleau. (2022) Iodine and Peroxide Index Rapid Determination by Mid- and Near-infrared Spectroscopy in Ozonated Sunflower Oil and Ozonated Fats. Ozone: Science & Engineering 44:4, pages 337-350.
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Sebastian Semella, Thomas Zeng, Jana Mühlenberg, Alessandra Camelo & Annett Pollex. (2024) Online characterization of solid biofuels via pocket sized and low-cost near-infrared devices during small-scale boiler operation: Model development, evaluation and application tests. Biomass and Bioenergy 180, pages 106978.
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Md Wadud Ahmed, Sahir Junaid Hossainy, Alin Khaliduzzaman, Jason Lee Emmert & Mohammed Kamruzzaman. (2023) Non‐destructive optical sensing technologies for advancing the egg industry toward Industry 4.0: A review. Comprehensive Reviews in Food Science and Food Safety 22:6, pages 4378-4403.
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Bijendra Shrestha, Jetsada Posom, Panmanas Sirisomboon & Bim Prasad Shrestha. (2023) Comprehensive Assessment of Biomass Properties for Energy Usage Using Near-Infrared Spectroscopy and Spectral Multi-Preprocessing Techniques. Energies 16:14, pages 5351.
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Johannes Lukas, Sebastian Kolb, Johann Heinbuch, Lukas Willig, Thomas Plankenbühler, Dominik Müller & Jürgen Karl. (2023) Image-based biomass characterization: Comparison of conventional image processing and a deep learning approach. Fuel 341, pages 127705.
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Itsuki Yoshikawa, Shunsuke Hosoe, Yuta Hikima, Masahiro Watari & Masahiro Ohshima. (2023) In-Line Monitoring of the Physical Blowing Agent Concentration by Transmission Near-Infrared Spectroscopy with High-Pressure Resistance Fiber Optic Probes for Foam Injection Molding Processes. Industrial & Engineering Chemistry Research.
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Wenwen Zhang, Liyanaarachchi Chamara Kasun, Qi Jie Wang, Yuanjin Zheng & Zhiping Lin. (2022) A Review of Machine Learning for Near-Infrared Spectroscopy. Sensors 22:24, pages 9764.
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Zihao Chen, Xiaoli Luan & Fei Liu. (2022) Deep learning near-infrared quality prediction based on multi-level dynamic feature. Vibrational Spectroscopy 123, pages 103450.
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Seungwoo Son, Donghwi Kim, Myoung Choul Choi, Joonhee Lee, Byungjoo Kim, Chang Min Choi & Sunghwan Kim. (2022) Weight interpretation of artificial neural network model for analysis of rice (Oryza sativa L.) with near-infrared spectroscopy. Food Chemistry: X 15, pages 100430.
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Wei Peng, Giovanni Beggio, Alberto Pivato, Hua Zhang, Fan Lü & Pinjing He. (2022) Applications of near infrared spectroscopy and hyperspectral imaging techniques in anaerobic digestion of bio-wastes: A review. Renewable and Sustainable Energy Reviews 165, pages 112608.
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Anna Brook, Seham Hamzi, Dar Roberts, Charles Ichoku, Nurit Shtober-Zisu & Lea Wittenberg. (2022) Total Carbon Content Assessed by UAS Near-Infrared Imagery as a New Fire Severity Metric. Remote Sensing 14:15, pages 3632.
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Zofia Tillman & Edward J. Wolfrum. (2022) Comparing Calibration Algorithms for the Rapid Characterization of Pretreated Corn Stover Using Near-Infrared Spectroscopy. Frontiers in Energy Research 10.
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Michael Douglas Roque Lima, Fernanda Maria Guedes Ramalho, Paulo Fernando Trugilho, Lina Bufalino, Ananias Francisco Dias Júnior, Thiago de Paula Protásio & Paulo Ricardo Gherardi Hein. (2022) Classifying waste wood from Amazonian species by near-infrared spectroscopy (NIRS) to improve charcoal production. Renewable Energy 193, pages 584-594.
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M. Láinez, J.A. García-Béjar, G. Flores-Cosío, E.J. Herrera-López & L. Amaya-Delgado. 2022. Innovations in Fermentation and Phytopharmaceutical Technologies. Innovations in Fermentation and Phytopharmaceutical Technologies 47 74 .
Tumpa R. Sarker, Falguni Pattnaik, Sonil Nanda, Ajay K. Dalai, Venkatesh Meda & Satyanarayan Naik. (2021) Hydrothermal pretreatment technologies for lignocellulosic biomass: A review of steam explosion and subcritical water hydrolysis. Chemosphere 284, pages 131372.
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Liang Zou, Weinan Liu, Meng Lei & Xinhui Yu. (2021) An Improved Residual Network for Pork Freshness Detection Using Near-Infrared Spectroscopy. Entropy 23:10, pages 1293.
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Ianny A. Cruz, Larissa R.S. Andrade, Ram N. Bharagava, Ashok K. Nadda, Muhammad Bilal, Renan T. Figueiredo & Luiz F.R. Ferreira. (2021) An overview of process monitoring for anaerobic digestion. Biosystems Engineering 207, pages 106-119.
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Yanlong Tian, Xuejun Gao, Wen-Liang Qi, Yi Wang, Xiao Wang, Jiacai Zhou, Daoli Lu & Bin Chen. (2021) Advances in differentiation and identification of foodborne bacteria using near infrared spectroscopy. Analytical Methods 13:23, pages 2558-2566.
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Alexandre Mallet, Margaud Pérémé, Lorraine Awhangbo, Cyrille Charnier, Jean-Michel Roger, Jean-Philippe Steyer, Éric Latrille & Ryad Bendoula. (2021) Fast at-line characterization of solid organic waste: Comparing analytical performance of different compact near infrared spectroscopic systems with different measurement configurations. Waste Management 126, pages 664-673.
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Lakkana Pitak, Panmanas Sirisomboon, Khwantri Saengprachatanarug, Seree Wongpichet & Jetsada Posom. (2021) Rapid elemental composition measurement of commercial pellets using line-scan hyperspectral imaging analysis. Energy 220, pages 119698.
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Moksadur Rahman, Amare Desalegn Fentaye, Valentina Zaccaria, Ioanna Aslanidou, Erik Dahlquist & Konstantinos Kyprianidis. 2021. AI and Learning Systems - Industrial Applications and Future Directions. AI and Learning Systems - Industrial Applications and Future Directions.
Erik Dahlquist, Moksadur Rahman, Jan Skvaril & Konstantinos Kyprianidis. 2021. AI and Learning Systems - Industrial Applications and Future Directions. AI and Learning Systems - Industrial Applications and Future Directions.
William Campbell, Amy Coller, Scott Noble, Richard Evitts & Kurt Woytiuk. (2019) Application of NIRS to the Direct Measurement of Carbonization in Torrefied Wheat Straw Chars. Waste and Biomass Valorization 11:6, pages 2949-2959.
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Halina Pawlak-Kruczek, Amit Arora, Ashish Gupta, Muhammad Azam Saeed, Lukasz Niedzwiecki, Gordon Andrews, Herodotos Phylaktou, Bernard Gibbs, Anna Newlaczyl & Penelope M. Livesey. (2020) Biocoal - Quality control and assurance. Biomass and Bioenergy 135, pages 105509.
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Xiaodan Liu, Xuping Feng & Yong He. (2019) Rapid discrimination of the categories of the biomass pellets using laser-induced breakdown spectroscopy. Renewable Energy 143, pages 176-182.
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Iulian Zoltan Boboescu, Florian Chemarin, Jean-Baptiste Beigbeder, Bruna Rego de Vasconcelos, Rajesh Munirathinam, Thierry Ghislain & Jean-Michel Lavoie. (2019) Making next-generation biofuels and biocommodities a feasible reality. Current Opinion in Green and Sustainable Chemistry 20, pages 25-32.
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Rafaella Sales, Neirivaldo C. da Silva, Josivan P. da Silva, Higor H. França, Maria Fernanda Pimentel & Luiz Stragevitch. (2019) Handheld near-infrared spectrometer for on-line monitoring of biodiesel production in a continuous process. Fuel 254, pages 115680.
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Guillaume Hans & Bruce Allison. (2019) Temperature and moisture insensitive prediction of biomass calorific value from near infrared spectra using external parameter orthogonalization. Journal of Near Infrared Spectroscopy 27:4, pages 259-269.
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José Luis Fernández, Felicia Sáez, Eulogio Castro, Paloma Manzanares, Mercedes Ballesteros & María José Negro. (2019) Determination of the Lignocellulosic Components of Olive Tree Pruning Biomass by Near Infrared Spectroscopy. Energies 12:13, pages 2497.
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Yinglai Huang, Shiyu Meng, Peng Zhao & Chao Li. (2019) Wood quality of Chinese zither panel based on convolutional neural network and near-infrared spectroscopy. Applied Optics 58:18, pages 5122.
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Jinming Liu, Nan Li, Feng Zhen, Yonghua Xu, Wenzhe Li & Yong Sun. (2019) Rapid detection of carbon-nitrogen ratio for anaerobic fermentation feedstocks using near-infrared spectroscopy combined with BiPLS and GSA. Applied Optics 58:18, pages 5090.
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M. A. Khodasevich, V. A. Aseev, Yu. A. Varaksa & D. A. Borisevich. (2019) Calibration of Temperature from the Fluorescence Spectra of Lead–Fluoride Glass Doped with Erbium. Optics and Spectroscopy 126:3, pages 216-219.
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Xuping Feng, Chenliang Yu, Xiaodan Liu, Yunfeng Chen, Hong Zhen, Kuichuan Sheng & Yong He. (2018) Nondestructive and rapid determination of lignocellulose components of biofuel pellet using online hyperspectral imaging system. Biotechnology for Biofuels 11:1.
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Stephen R. Decker, Anne E. Harman-Ware, Renee M. Happs, Edward J. Wolfrum, Gerald A. Tuskan, David Kainer, Gbekeloluwa B. Oguntimein, Miguel Rodriguez, Deborah Weighill, Piet Jones & Daniel Jacobson. (2018) High Throughput Screening Technologies in Biomass Characterization. Frontiers in Energy Research 6.
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Hongliang Guo, Xiao-Dong Wang & Duu-Jong Lee. (2018) Proteomic researches for lignocellulose-degrading enzymes: A mini-review. Bioresource Technology 265, pages 532-541.
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Xuping Feng, Chenliang Yu, Zhenyu Shu, Xiaodan Liu, Wei Yan, Qishuai Zheng, Kuichuan Sheng & Yong He. (2018) Rapid and non-destructive measurement of biofuel pellet quality indices based on two-dimensional near infrared spectroscopic imaging. Fuel 228, pages 197-205.
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Torbjörn A. Lestander, Linda Sandström, Henrik Wiinikka, Olov G.W. Öhrman & Mikael Thyrel. (2018) Characterization of fast pyrolysis bio-oil properties by near-infrared spectroscopic data. Journal of Analytical and Applied Pyrolysis 133, pages 9-15.
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Peng Shan, Yuhui Zhao, Xiaopeng Sha, Qiaoyun Wang, Xiaoyong Lv, Silong Peng & Yao Ying. (2018) Interval LASSO regression based extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets. Analytical Methods 10:25, pages 3011-3022.
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Mikko Mäkelä, Maurizio Volpe, Roberto Volpe, Luca Fiori & Olli Dahl. (2018) Spatially resolved spectral determination of polysaccharides in hydrothermally carbonized biomass. Green Chemistry 20:5, pages 1114-1120.
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